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Single Layer Perceptrons (SLPs) and Multi-Layer Perceptrons (MLPs) from scratch, only with numpy, for classification and regression. MLPs with Keras for time-series prediction.

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slp-mlp

Part I

Open In Colab

Single Layer Perceptrons (SLPs) and Multi Layer Perceptrons (MLPs) from scratch, only with numpy, for classification and regression.

Part II

Open In Colab

MLPs with Keras for time-series predicition.

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Single Layer Perceptrons (SLPs) and Multi-Layer Perceptrons (MLPs) from scratch, only with numpy, for classification and regression. MLPs with Keras for time-series prediction.

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python time-series keras regression classification gradient-descent multi-layer-perceptron backpropagation single-layer-perceptron early-stopping bias-variance-tradeoff generalization-error

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